This paper is in the following e-collection/theme issue:

Digital Health Reviews (1289) Secondary Use of Clinical Data for Research and Surveillance (366) Ontologies, Classifications, and Coding (239) Data Science (270) Standards and Interoperability (74) Clinical Informatics (1022) Digital Health Reporting Standards, Quality and Transparency in e-Research (71) Information Retrieval (287) Knowledge Translation and Implementation Science (398) Policy and Policy Proposals (121)

Published on in Vol 24, No 1 (2022): January

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/25440, first published .
Understanding the Nature of Metadata: Systematic Review

Understanding the Nature of Metadata: Systematic Review

Understanding the Nature of Metadata: Systematic Review

Authors of this article:

Hannes Ulrich1, 2 Author Orcid Image ;   Ann-Kristin Kock-Schoppenhauer1 Author Orcid Image ;   Noemi Deppenwiese3 Author Orcid Image ;   Robert Gött4 Author Orcid Image ;   Jori Kern5, 6 Author Orcid Image ;   Martin Lablans5, 6 Author Orcid Image ;   Raphael W Majeed7, 8 Author Orcid Image ;   Mark R Stöhr7 Author Orcid Image ;   Jürgen Stausberg9 Author Orcid Image ;   Julian Varghese10 Author Orcid Image ;   Martin Dugas11 Author Orcid Image ;   Josef Ingenerf1, 2 Author Orcid Image
Article Authors Cited by (23) Tweetations (12) Metrics

Journals

  1. Tsueng G, Cano M, Bento J, Czech C, Kang M, Pache L, Rasmussen L, Savidge T, Starren J, Wu Q, Xin J, Yeaman M, Zhou X, Su A, Wu C, Brown L, Shabman R, Hughes L, Turkarslan S. Developing a standardized but extendable framework to increase the findability of infectious disease datasets. Scientific Data 2023;10(1) View
  2. Bönisch C, Kesztyüs D, Kesztyüs T. Harvesting metadata in clinical care: a crosswalk between FHIR, OMOP, CDISC and openEHR metadata. Scientific Data 2022;9(1) View
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  6. Fong S, Hamzah N, Ahamed Hassain Malim N, Abdullah J. Neuroscience Data Formats, Models, Repositories and Analytics: A Review. Malaysian Journal of Science and Advanced Technology 2023:141 View
  7. Steffens S, Schröder K, Krüger M, Maack C, Streckfuss-Bömeke K, Backs J, Backofen R, Baeßler B, Devaux Y, Gilsbach R, Heijman J, Knaus J, Kramann R, Linz D, Lister A, Maatz H, Maegdefessel L, Mayr M, Meder B, Nussbeck S, Rog-Zielinska E, Schulz M, Sickmann A, Yigit G, Kohl P. The challenges of research data management in cardiovascular science: a DGK and DZHK position paper—executive summary. Clinical Research in Cardiology 2024;113(5):672 View
  8. Caliskan A, Dangwal S, Dandekar T. Metadata integrity in bioinformatics: Bridging the gap between data and knowledge. Computational and Structural Biotechnology Journal 2023;21:4895 View
  9. Cherradi M, Bouhafer F, EL Haddadi A. Data lake governance using IBM-Watson knowledge catalog. Scientific African 2023;21:e01854 View
  10. Peng Y, Bathelt F, Gebler R, Gött R, Heidenreich A, Henke E, Kadioglu D, Lorenz S, Vengadeswaran A, Sedlmayr M. Use of Metadata-Driven Approaches for Data Harmonization in the Medical Domain: Scoping Review. JMIR Medical Informatics 2024;12:e52967 View
  11. Asok K, Dandpat S, Gupta D, Shrivastava P. Common Metadata Framework for Research Data Repository: Necessity to Support Open Science. Journal of Library Metadata 2024;24(2):133 View
  12. Seep L, Grein S, Splichalova I, Ran D, Mikhael M, Hildebrand S, Lauterbach M, Hiller K, Ribeiro D, Sieckmann K, Kardinal R, Huang H, Yu J, Kallabis S, Behrens J, Till A, Peeva V, Strohmeyer A, Bruder J, Blum T, Soriano-Arroquia A, Tischer D, Kuellmer K, Li Y, Beyer M, Gellner A, Fromme T, Wackerhage H, Klingenspor M, Fenske W, Scheja L, Meissner F, Schlitzer A, Mass E, Wachten D, Latz E, Pfeifer A, Hasenauer J. From Planning Stage Towards FAIR Data: A Practical Metadatasheet For Biomedical Scientists. Scientific Data 2024;11(1) View
  13. Xu J. Image data visualization and communication system based on sensor network simulation and visual feature extraction. Measurement: Sensors 2024;33:101223 View
  14. Kruse J, Wiedekopf J, Kock-Schoppenhauer A, Essenwanger A, Ingenerf J, Ulrich H. A Generic Transformation Approach for Complex Laboratory Data Using the Fast Healthcare Interoperability Resources Mapping Language: Method Development and Implementation. JMIR Medical Informatics 2024;12:e57569 View
  15. Rivero Chávez A, Su W, Han M, Lu Z. Study on Knowledge Graph of Red Cultural Resources from the Perspective of Art Works on the Theme of Cuban Red Revolution History. Libri 2024;74(3):225 View
  16. Sigler L, Ubach P, Mora J, Oñate E. A Review of Technologies and Challenges for Integrated Modeling Analysis. Archives of Computational Methods in Engineering 2024 View
  17. Heavner S, Kumar V, Anderson W, Al-Hakim T, Dasher P, Armaignac D, Clermont G, Cobb J, Manion S, Remy K, Reuter-Rice K, Haendel M. Critical Data for Critical Care: A Primer on Leveraging Electronic Health Record Data for Research From Society of Critical Care Medicine’s Panel on Data Sharing and Harmonization. Critical Care Explorations 2024;6(11):e1179 View

Books/Policy Documents

  1. Walden A, Garza M, Rasmussen L. Clinical Research Informatics. View
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